Search results: Sage Journals

Restricted accessResearch articleFirst published 2026

Meta-learning-based hybrid LSTM-Transformer framework for cross-condition small sample fault diagnosis

Maocan Wang, Yi Wan, Xichang Liang [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published 2026

A hypergraph attention network with redundancy elimination and few-shot learning for intelligent fault diagnosis under small-sample conditions

Xinwu Zhou, Zhiyong Qin, Zheng Hu [...]

Journal of Vibration and Control

Restricted accessResearch articleFirst published 2025

A multi-scale adaptive transformer with feature enhancement for fault diagnosis of rolling bearings under imbalanced small-sample and cross-condition scenarios

Wang Xu, Yue Si, An Lei [...]

Structural Health Monitoring

Open accessResearch articleFirst published April, 2026

Pavement condition prediction under small-sample conditions using a particle swarm optimization-based support vector machine

Wenyuan Xu, Zehao Yang, Yongcheng Ji [...]

Science Progress

Restricted accessResearch articleFirst published April, 2017

A new method for obtaining P - S - N curves under the condition of small sample

Jianxiong Gao, Zongwen An, Bo Liu

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Restricted accessReview articleFirst published 2025

An intelligent fault diagnosis method of rolling bearing based on expansion and transfer of single working condition data under small samples

Fan Hong-wei, Chen Bu-ran, Yan Xin-shan [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published December, 2011

Formulating the Rasch Differential Item Functioning Model Under the Marginal Maximum Likelihood Estimation Context and Its Comparison With Mantel–Haenszel Procedure in Short Test and Small Sample Conditions

Insu Paek, Mark Wilson

Educational and Psychological Measurement

Restricted accessResearch articleFirst published December, 2012

Dynamic reliability of gears in a wind turbine gearbox under the conditions of variable wind speed and small samples

Wei Sun, Tao Chen, Jing Wei

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Restricted accessResearch articleFirst published 2026

An integrated deep learning model with reinforcement learning for rolling bearing fault diagnosis under small-sample conditions

Hui Shao, Gang Han, Huaitao Shi

Journal of Vibration and Control

Restricted accessResearch articleFirst published November, 2025

Chaotic dynamic feature enhancement and adaptive integrated learning framework for bearing fault diagnosis under unbalanced small sample conditions

Zhixing Li, Shilin Liu, Yanxue Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Restricted accessResearch articleFirst published 2026

Meta-learning-based hybrid LSTM-Transformer framework for cross-condition small sample fault diagnosis

Maocan Wang, Yi Wan, Xichang Liang [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published 2026

A hypergraph attention network with redundancy elimination and few-shot learning for intelligent fault diagnosis under small-sample conditions

Xinwu Zhou, Zhiyong Qin, Zheng Hu [...]

Journal of Vibration and Control

Restricted accessResearch articleFirst published 2025

A multi-scale adaptive transformer with feature enhancement for fault diagnosis of rolling bearings under imbalanced small-sample and cross-condition scenarios

Wang Xu, Yue Si, An Lei [...]

Structural Health Monitoring

Open accessResearch articleFirst published April, 2026

Pavement condition prediction under small-sample conditions using a particle swarm optimization-based support vector machine

Wenyuan Xu, Zehao Yang, Yongcheng Ji [...]

Science Progress

Restricted accessResearch articleFirst published April, 2017

A new method for obtaining P - S - N curves under the condition of small sample

Jianxiong Gao, Zongwen An, Bo Liu

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Restricted accessReview articleFirst published 2025

An intelligent fault diagnosis method of rolling bearing based on expansion and transfer of single working condition data under small samples

Fan Hong-wei, Chen Bu-ran, Yan Xin-shan [...]

Structural Health Monitoring

Restricted accessResearch articleFirst published December, 2011

Formulating the Rasch Differential Item Functioning Model Under the Marginal Maximum Likelihood Estimation Context and Its Comparison With Mantel–Haenszel Procedure in Short Test and Small Sample Conditions

Insu Paek, Mark Wilson

Educational and Psychological Measurement

Restricted accessResearch articleFirst published December, 2012

Dynamic reliability of gears in a wind turbine gearbox under the conditions of variable wind speed and small samples

Wei Sun, Tao Chen, Jing Wei

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

Restricted accessResearch articleFirst published 2026

An integrated deep learning model with reinforcement learning for rolling bearing fault diagnosis under small-sample conditions

Hui Shao, Gang Han, Huaitao Shi

Journal of Vibration and Control

Restricted accessResearch articleFirst published November, 2025

Chaotic dynamic feature enhancement and adaptive integrated learning framework for bearing fault diagnosis under unbalanced small sample conditions

Zhixing Li, Shilin Liu, Yanxue Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science